{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "422d4fc4",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/chenh/anaconda3/envs/vanilla/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
      "  from .autonotebook import tqdm as notebook_tqdm\n"
     ]
    }
   ],
   "source": [
    "# Setup functions for the demo\n",
    "import numpy as np\n",
    "import glob\n",
    "import os\n",
    "import importlib\n",
    "import yaml\n",
    "import warnings\n",
    "import albumentations\n",
    "import glob\n",
    "import json\n",
    "import cv2\n",
    "import matplotlib.pyplot as plt\n",
    "import torch\n",
    "import torch.nn.functional as F\n",
    "from torch.utils.data import random_split, DataLoader, Dataset\n",
    "from skimage.transform import rescale, resize, downscale_local_mean\n",
    "from omegaconf import OmegaConf\n",
    "from skimage.io import imread, imsave\n",
    "from PIL import Image\n",
    "from omegaconf import OmegaConf\n",
    "from tqdm.notebook import tqdm\n",
    "from core.modules.util import box_mask, BatchRandomMask\n",
    "from core.modules.losses.lpips import LPIPS\n",
    "warnings.filterwarnings(\"ignore\", category=UserWarning) \n",
    "\n",
    "def imshow(images, titles=None, save_path=None):\n",
    "    n_img = len(images)\n",
    "    plt.rcParams['figure.figsize'] = [4*n_img, 4*n_img]\n",
    "    \n",
    "    if n_img > 1:\n",
    "        fig, ax = plt.subplots(1, n_img)\n",
    "        for i in range(n_img):\n",
    "            if titles is not None and i < len(titles):\n",
    "                ax[i].set_title(titles[i])\n",
    "            ax[i].axis('off')\n",
    "            ax[i].imshow(images[i])\n",
    "    else:\n",
    "        if titles is not None:\n",
    "            plt.set_titile(titles[0])\n",
    "        plt.axis('off')\n",
    "        plt.imshow(images[0])\n",
    "\n",
    "    if save_path is not None:\n",
    "        plt.savefig(save_path)\n",
    "\n",
    "def center_crop(image, s=512):\n",
    "    h, w = image.shape[:2]\n",
    "    if s > h or s > w:\n",
    "        image = rescale(image, s/min(h,w), anti_aliasing=True)\n",
    "        image = (image * 255).astype(np.uint8)\n",
    "        h, w = image.shape[:2]\n",
    "    ih = (h - s) // 2   \n",
    "    iw = (w - s) // 2\n",
    "    return image[ih:ih+s, iw:iw+s]\n",
    "    \n",
    "# load a single input\n",
    "def preprocess(x, res=256, normalize=True):\n",
    "    if normalize:\n",
    "        x = x.transpose(2,0,1)\n",
    "        x = (torch.from_numpy(x).float().to(device) / 127.5 - 1).unsqueeze(0)\n",
    "    else:\n",
    "        x = torch.from_numpy(x).float().to(device).unsqueeze(0)\n",
    "    return torch.nn.functional.interpolate(x, size=(res,res))\n",
    "    \n",
    "def to_img(x):\n",
    "    x = (x.permute(0, 2, 3, 1) * 127.5 + 127.5).round().clamp(0, 255).to(torch.uint8)\n",
    "    return x[0].detach().cpu().numpy()\n",
    "\n",
    "def readmask(path):\n",
    "    mask = cv2.imread(path, cv2.IMREAD_GRAYSCALE).astype(np.float32) / 255.0\n",
    "    return mask\n",
    "\n",
    "def read_image(path):\n",
    "    image = center_crop(imread(path))\n",
    "    image = preprocess(image, res=target_res)\n",
    "    return image[:,:3]\n",
    "\n",
    "def get_data(k, res, p=None):\n",
    "    if p is None:\n",
    "        p = places_val_files[k]                 \n",
    "    gt = center_crop(imread(p))\n",
    "    if len(gt.shape) == 2:\n",
    "        gt = np.repeat(gt[...,None], 3, axis=2) \n",
    "    gt = preprocess(gt, res)\n",
    "    try:\n",
    "        mask_in = preprocess(readmask(os.path.join(maskfolder, f\"{ids[k]}.png\"))[None], res,normalize=False)\n",
    "    except Exception:\n",
    "        return gt, None\n",
    "    return gt, mask_in\n",
    "\n",
    "def instantiate_from_config(config):\n",
    "    if not \"target\" in config:\n",
    "        raise KeyError(\"Expected key `target` to instantiate.\")\n",
    "    return get_obj_from_str(config[\"target\"])(**config.get(\"params\", dict()))\n",
    "\n",
    "\n",
    "def get_obj_from_str(string, reload=False):\n",
    "    module, cls = string.rsplit(\".\", 1)\n",
    "    if reload:\n",
    "        module_imp = importlib.import_module(module)\n",
    "        importlib.reload(module_imp)\n",
    "    return getattr(importlib.import_module(module, package=None), cls)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "7d6747fc-822f-49a7-b493-7398697304c4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdin",
     "output_type": "stream",
     "text": [
      "specify the gpu index for loading the model (e.g. 0):  0\n"
     ]
    }
   ],
   "source": [
    "# Configurations\n",
    "target_model = \"places\" # model: places | celeba\n",
    "target_res = 256 # image resolution: 256x256/512x512 for Places365, 256x256 for CelebA\n",
    "gpu_idx = input(\"specify the gpu index for loading the model (e.g. 0): \") # gpu index for loading the model\n",
    "\n",
    "# Model Parameters\n",
    "CLAMP_RATIO = 0.25 # clamp ratio for the restrictive encoder\n",
    "SAMPLING_RATIO = 0.2 # sampling ratio for iterative token predictions\n",
    "TEMPERATURE = 1.0 # temperature scaling before logits softmax\n",
    "TEMPERATURE_ANNEALING = 0.9 # annealing factor applied to the temperature in each iteration\n",
    "DETERMINISTIC = False # whether we want the model to generate deterministic results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9f854e68",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Working with z of shape (1, 256, 16, 16) = 65536 dimensions.\n",
      "Restored from ckpts/places256_vqgan1024_BASE.ckpt\n",
      "Restored from ckpts/places256_partialencoder.ckpt\n",
      "Working with z of shape (1, 256, 16, 16) = 65536 dimensions.\n",
      "Initializing with a pretrained U-Net model\n",
      "Working with z of shape (1, 256, 16, 16) = 65536 dimensions.\n",
      "loaded pretrained LPIPS loss from core/modules/autoencoder/lpips/vgg.pth\n",
      "VQLPIPSWithDiscriminator running with hinge loss.\n",
      "Restored from ckpts/places_unet_512.ckpt\n"
     ]
    }
   ],
   "source": [
    "# Loading the model\n",
    "device = torch.device(f'cuda:{gpu_idx}')\n",
    "current_dir = os.path.abspath('.')\n",
    "if target_model == \"places\":\n",
    "    if target_res == 512:\n",
    "        config_path = \"configs/places_inpainting_512.yaml\"\n",
    "    else:\n",
    "        config_path = \"configs/places_inpainting.yaml\"\n",
    "else:\n",
    "    assert target_model == 'celeba'\n",
    "    target_res = 256\n",
    "    config_path = \"configs/celeba_inpainting.yaml\"\n",
    "\n",
    "config = OmegaConf.load(config_path)\n",
    "config['data']['params']['batch_size'] = 1\n",
    "model = instantiate_from_config(config.model).to(device)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d4dd07b7-62a0-4b01-b8eb-8fb029306878",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Load an example input (at the moment we only have some examples from Places365-Standard)\n",
    "\n",
    "# Images\n",
    "input_image_list = glob.glob(\"example_data/*.png\")\n",
    "idx = 0 \n",
    "x = read_image(input_image_list[idx]).to(device)\n",
    "if x.shape[-1] != 256:\n",
    "    x_down = torch.nn.functional.interpolate(x, (256, 256))\n",
    "else:\n",
    "    x_down = x\n",
    "\n",
    "# Mask\n",
    "mask = box_mask(x_down.shape, device, 0.3, det=True).float() # box mask\n",
    "# mask = torch.from_numpy(BatchRandomMask(x_down.shape[0], x_down.shape[-1], hole_range=[0.0,1.0])).to(device) # free-form mask\n",
    "if target_res != mask.shape[-1]:\n",
    "    mask_up = torch.nn.functional.interpolate(mask, (target_res, target_res))\n",
    "else:\n",
    "    mask_up = mask\n",
    "\n",
    "imshow([to_img(x*mask_up)])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "39449184",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up PyTorch plugin \"bias_act_plugin\"... Done.\n",
      "Setting up PyTorch plugin \"upfirdn2d_plugin\"... Done.\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 800x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Inference code\n",
    "\n",
    "'''\n",
    "candidate settings : \n",
    "1) 0.33 ratio, 0.8 degrad, 1.0t, no topk (more error prone)\n",
    "2) 0.1 ratio, 0.95 degrad. 1.0t, no topk\n",
    "3) 0.2 ratio, 0.9 degrad, 1.0t, no topk (default)\n",
    "'''\n",
    "def forward_to_indices(model, batch, z_indices, mask):\n",
    "    x, c = model.get_xc(batch)\n",
    "    x = x.to(device=device).float()\n",
    "    c = c.to(device=device).float()\n",
    "    quant_c, c_indices = model.encode_to_c(c)\n",
    "    mask = model.preprocess_mask(mask, z_indices)\n",
    "    r_indices = torch.full_like(z_indices, model.mask_token)\n",
    "    z_start_indices = mask*z_indices+(1-mask)*r_indices      \n",
    "    index_sample, probs, candidates = model.sample(z_start_indices.to(device=device), \n",
    "                               c_indices.to(device=device),\n",
    "                               sampling_ratio=SAMPLING_RATIO,\n",
    "                               temperature=TEMPERATURE,\n",
    "                               sample=not DETERMINISTIC,\n",
    "                               temperature_degradation=TEMPERATURE_ANNEALING,\n",
    "                               top_k=None,\n",
    "                               return_probs=True,\n",
    "                               scheduler='cosine',\n",
    "                              )\n",
    "    return index_sample, probs, candidates\n",
    "\n",
    "with torch.no_grad():\n",
    "    mask = torch.round(mask)    \n",
    "    VQModel, Encoder, Transformer, Unet = model.helper_model\n",
    "    VQModel = VQModel.to(device)\n",
    "    Encoder = Encoder.to(device)\n",
    "    Transformer = Transformer.to(device)        \n",
    "    quant_z, _, info, mask_out = Encoder.encode(x_down*mask, mask, clamp_ratio=CLAMP_RATIO)\n",
    "    mask_out = mask_out.reshape(x.shape[0], -1)\n",
    "    z_indices = info[2].reshape(x.shape[0], -1)\n",
    "    \n",
    "    # batch input is always 256x256\n",
    "    new_batch = {'image': (x_down*mask).permute(0,2,3,1)}\n",
    "    \n",
    "    z_indices_complete, probs, candidates = forward_to_indices(Transformer, new_batch, z_indices, mask_out)\n",
    "    B, C, H, W = quant_z.shape\n",
    "    quant_z_complete = VQModel.quantize.get_codebook_entry(z_indices_complete.reshape(-1).int(), shape=(B, H, W, C))   \n",
    "    dec, _, mout, f0, f1 = model.current_model(new_batch, \n",
    "                                quant=quant_z_complete, \n",
    "                                mask_in=mask, \n",
    "                                mask_out=mask_out.reshape(B, 1, H, W),\n",
    "                                return_fstg=False, debug=True)  \n",
    "    rec = x_down * mask + dec * (1-mask) \n",
    "    if Unet is not None:\n",
    "        Unet = Unet.to(device)\n",
    "        rec = Unet.refine(rec, None, recomp=False)\n",
    "        rec = x * mask_up + rec * (1-mask_up)\n",
    "\n",
    "imshow([to_img(x*mask_up),to_img(rec)], titles=['input', 'prediction'])\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
